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Train script refactoring: improve typing, readability, remove code duplications, rename dataset->iterator

Merged Andrei Glinskii requested to merge odqa_refactor_train into dev

Created by: my-master

Test passed, except test 33 (not enough memory on my GPU, should pass on other machines).